Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative Examples

Kit Kuksenok, Andriy Martyniv

We describe and validate a metric for estimating multi-class classifier performance based on cross-validation and adapted for improvement of small, unbalanced natural-language data…